Fuzzy sets, uncertainty, and information
Fuzzy sets, uncertainty, and information
Imprecise information and uncertainty in information systems
ACM Transactions on Information Systems (TOIS)
A relational model of data for large shared data banks
Communications of the ACM
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets: Theoretical Aspects of Reasoning about Data
Managing Uncertainty in Expert Systems
Managing Uncertainty in Expert Systems
Machine Learning
An improved accuracy measure for rough sets
Journal of Computer and System Sciences
A Note on Attribute Reduction in the Decision-Theoretic Rough Set Model
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Information-Theoretic Measure of Uncertainty in Generalized Fuzzy Rough Sets
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
The Study of Some Important Theoretical Problems for Rough Relational Database
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Uncertainty Measures of Roughness of Knowledge and Rough Sets in Ordered Information Systems
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Entropies and co-entropies for incomplete information systems
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
A general definition of an attribute reduct
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Probabilistic rough sets characterized by fuzzy sets
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
The information entropy of rough relational databases
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
An information entropy-based approach to outlier detection in rough sets
Expert Systems with Applications: An International Journal
On reduct construction algorithms
Transactions on computational science II
A new uncertainty measure of rough sets
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Hybrid approaches to attribute reduction based on indiscernibility and discernibility relation
International Journal of Approximate Reasoning
A note on attribute reduction in the decision-theoretic rough set model
Transactions on rough sets XIII
Diverse reduct subspaces based co-training for partially labeled data
International Journal of Approximate Reasoning
A method of uncertainty measure in set-valued ordered information systems
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
An efficient fuzzy-rough attribute reduction approach
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Combination entropy and combination granulation in incomplete information system
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
On reduct construction algorithms
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
A two-grade approach to ranking interval data
Knowledge-Based Systems
Using positive region to reduce the computational complexity of discernibility matrix method
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
The graph-theoretical properties of partitions and information entropy
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
Entropy and co-entropy of a covering approximation space
International Journal of Approximate Reasoning
Approximations and uncertainty measures in incomplete information systems
Information Sciences: an International Journal
Information-theoretic measures associated with rough set approximations
Information Sciences: an International Journal
A measurement theory view on the granularity of partitions
Information Sciences: an International Journal
An Axiomatic Approach to the Roughness Measure of Rough Sets
Fundamenta Informaticae
Entropies and Co-Entropies of Coverings with Application to Incomplete Information Systems
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
Formal Concept Analysis in Relational Database and Rough Relational Database
Fundamenta Informaticae
Evaluation of the decision performance of the decision rule set from an ordered decision table
Knowledge-Based Systems
Attribute selection based on a new conditional entropy for incomplete decision systems
Knowledge-Based Systems
Can fuzzy entropies be effective measures for evaluating the roughness of a rough set?
Information Sciences: an International Journal
Entropy measures and granularity measures for set-valued information systems
Information Sciences: an International Journal
Relational Operations and Uncertainty Measure in Rough Relational Database
Fundamenta Informaticae
Uncertainty measure of Atanassov's intuitionistic fuzzy T equivalence information systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Rough set theory has become well-established as a mechanism for uncertainty management in a wide variety of applications including databases. This paper addresses the measurement of uncertainty in rough sets and rough relational databases by introducing a measurement based on information theory. This rough entropy is discussed as it applies to rough sets in general, and in particular to aspects of the rough relational database model.